VideoNet - Binary 3-Shot: leaderboard

Metric: Binary Accuracy (%; same binary test clips, three in-context example clips of the action). Source: arxiv.org. Saturation forecast: Around June 2028. 6 models tracked.

Top models

#ModelScore
1GPT-5.4 (Medium)76.33
2GPT-5 (Medium)75.38
3Gemini 3 Flash (Preview) (High)75.08
4Gemini 3.1 Pro (Preview) (High)67.16
5Qwen 3 VL 8B Instruct66.22

Interactive version: theaggregate.ai/benchmark?slug=videonet-binary-3-shot · How It Works · Data refreshed daily, snapshot 2026-09-25.